{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import psycopg2\n",
    "from collections import defaultdict\n",
    "from tqdm import tqdm\n",
    "from datetime import datetime, date\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.dates as mdates\n",
    "from matplotlib.ticker import FuncFormatter, MaxNLocator\n",
    "from dotenv import load_dotenv\n",
    "import os\n",
    "from tldextract import extract\n",
    "import matplotlib.font_manager as fm\n",
    "import pandas as pd\n",
    "import sqlite3\n",
    "tqdm.pandas()\n",
    "load_dotenv()\n",
    "db_path = os.getenv('db_path')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Connection setup\n",
    "conn = sqlite3.connect(db_path)\n",
    "\n",
    "# Disable autocommit for transaction control\n",
    "conn.autocommit = False  # Important for named cursors\n",
    "\n",
    "# To track daily active users\n",
    "daily_activity = defaultdict(lambda: defaultdict(set))\n",
    "\n",
    "# To store the first activity date for each user\n",
    "first_activity = {}\n",
    "\n",
    "# Define batch size for server-side cursor\n",
    "batch_size = 10**5  # Adjust based on your system's capacity\n",
    "\n",
    "try:\n",
    "    # Table names\n",
    "    table_names = [\n",
    "        'blocks',\n",
    "        'follows',\n",
    "        'likes',\n",
    "        'posts',\n",
    "        'profiles',\n",
    "        'reposts',\n",
    "        'feed_generator'\n",
    "    ]\n",
    "\n",
    "    # Retrieve data and process it\n",
    "    for table in table_names:\n",
    "        batch_no = 0\n",
    "        print(f\"Processing table: {table}\")\n",
    "        # Start a transaction for the server-side cursor\n",
    "        conn.commit()  # Ensure any previous transactions are committed\n",
    "        with conn.cursor(name='fetch_large_result') as cur:  # Server-side cursor\n",
    "            cur.itersize = batch_size\n",
    "            query = f\"SELECT did, createdat FROM {table} WHERE createdat IS NOT NULL\"\n",
    "            cur.execute(query)\n",
    "            \n",
    "            while True:\n",
    "                batch_no += 1\n",
    "                print(f\"Processing batch for table: {table}, Batch #: {batch_no}\", end='\\r')\n",
    "                records = cur.fetchmany(batch_size)\n",
    "                if not records:\n",
    "                    break\n",
    "                for did, date in records:\n",
    "                    if date:\n",
    "                        date = date.date()  # Ensure it's a date object\n",
    "                        daily_activity[table][date].add(did)\n",
    "                        if did not in first_activity:\n",
    "                            first_activity[did] = date\n",
    "        conn.commit()  # Commit after processing each table to release the cursor\n",
    "\n",
    "finally:\n",
    "    conn.close()  # Ensure connection is closed after the operation\n",
    "\n",
    "# To store final statistics\n",
    "stats = defaultdict(lambda: defaultdict(dict))\n",
    "\n",
    "# Generate stats for daily active and new users\n",
    "for table, dates in daily_activity.items():\n",
    "    for datex, users in dates.items():\n",
    "        stats[table][datex]['no_active'] = len(users)\n",
    "        stats[table][datex]['no_new'] = sum(1 for user in users if first_activity[user] == datex)\n",
    "\n",
    "\n",
    "stats = defaultdict(lambda: defaultdict(dict))\n",
    "\n",
    "# Sort and filter daily_activity by date\n",
    "for table, dates in tqdm(daily_activity.items(), desc=\"Sorting daily_activity\"):\n",
    "    # Filter out any entries that aren't already datetime.date objects\n",
    "    filtered_dates = {k: v for k, v in dates.items() if isinstance(k, date)}\n",
    "    \n",
    "    # Sort the filtered dictionary by date\n",
    "    daily_activity[table] = dict(sorted(filtered_dates.items()))\n",
    "\n",
    "# Process the sorted and filtered data to calculate statistics\n",
    "for table, dates in daily_activity.items():\n",
    "    all_users = set()\n",
    "    for datex, users in tqdm(dates.items(), desc=f\"Processing table: {table}\"):\n",
    "        if datex > pd.Timestamp(\"2023-01-01\").date() and datex < pd.Timestamp(\"2024-06-01\").date():\n",
    "            stats[table][datex]['no_active'] = len(users)\n",
    "            stats[table][datex]['no_new'] = len(set(users).difference(all_users))\n",
    "            all_users.update(users)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 2400x1600 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Set the font to Arial (or Helvetica or FreeSans as fallbacks)\n",
    "plt.rcParams['font.family'] = 'sans-serif'\n",
    "plt.rcParams['font.sans-serif'] = ['Arial', 'Helvetica', 'FreeSans']\n",
    "\n",
    "# Assume stats and tables_to_plot are already defined\n",
    "\n",
    "# Set up the figure and axes for the subplots\n",
    "fig, axes = plt.subplots(nrows=3, ncols=2, figsize=(24, 16), sharey=False)\n",
    "axes = axes.flatten()\n",
    "\n",
    "# Axis labels\n",
    "axis_labels = {\n",
    "    'follows': 'Number of Follows',\n",
    "    'likes': 'Number of Likes',\n",
    "    'posts': 'Number of Posts',\n",
    "    'reposts': 'Number of Reposts',\n",
    "    'feed_generator': 'Number of Feeds',\n",
    "    'blocks': 'Number of Blocks'\n",
    "}\n",
    "\n",
    "bluesky_events = [\n",
    "    (date(2023, 7, 3), \"Outage\", 0.3),\n",
    "    (date(2023, 9, 19), \"Subscription\", 0.45),\n",
    "    (date(2023, 10, 18), \" $1 Fee\", 0.3),\n",
    "    (date(2023, 12, 21), \"Outage\", 0.45),\n",
    "    (date(2024, 2, 7), \"Bluesky Public Opening\", 0.85),\n",
    "]\n",
    "\n",
    "for ax, table in zip(axes, tables_to_plot):\n",
    "    # Prepare data\n",
    "    data = {date: details for date, details in stats[table].items()}\n",
    "    df = pd.DataFrame.from_dict(data, orient='index')\n",
    "    df.sort_index(inplace=True)\n",
    "    df[\"no_old\"] = df[\"no_active\"] - df[\"no_new\"]\n",
    "    df.drop(columns=[\"no_active\"], inplace=True)\n",
    "    \n",
    "    if table != 'feed_generator':\n",
    "        df /= 1000\n",
    "        ax.text(-0.1, 0.5, axis_labels[table], fontsize=24, rotation='vertical', va='center', ha='right', transform=ax.transAxes)\n",
    "        ax.text(-0.07, 0.5, '(in Thousands)', fontsize=20, rotation='vertical', va='center', ha='right', transform=ax.transAxes)\n",
    "    else:\n",
    "        ax.text(-0.1, 0.5, axis_labels[table], fontsize=24, rotation='vertical', va='center', ha='right', transform=ax.transAxes)\n",
    "\n",
    "    # Plot data\n",
    "    df.plot(kind='area', ax=ax, stacked=True, color=['blue', 'red'], alpha=0.5)\n",
    "    \n",
    "    # Set plot details\n",
    "    ax.set_xlabel('Date', fontsize=24)\n",
    "    ax.set_xlim(pd.Timestamp('2023-01-01'), pd.Timestamp('2024-06-01'))\n",
    "    ax.xaxis.set_major_locator(mdates.MonthLocator())\n",
    "    ax.xaxis.set_major_formatter(mdates.DateFormatter('%b-%y'))\n",
    "    ax.xaxis.set_major_locator(MaxNLocator(6))\n",
    "    ax.tick_params(axis='both', which='major', labelsize=20)\n",
    "    \n",
    "    if ax not in axes[-2:]:\n",
    "        ax.set_xlabel('')\n",
    "        ax.set_xticklabels([])\n",
    "\n",
    "    # Add event annotations\n",
    "    if table == 'follows':\n",
    "        # Calculate the maximum y-value\n",
    "        y_max = df['no_new'].max() + df['no_old'].max()\n",
    "        ax.set_ylim(0, y_max * 1.15)  # Extend y-axis by 30%\n",
    "        for i, (event_date, event_desc, annot_height) in enumerate(bluesky_events):\n",
    "            annotation_height = y_max * annot_height * 1.2  \n",
    "            if event_date in df.index:\n",
    "                y_pos = df.loc[event_date, 'no_new'] + df.loc[event_date, 'no_old']\n",
    "                ax.annotate('', xy=(event_date, y_pos), xytext=(event_date, annotation_height),\n",
    "                            arrowprops=dict(facecolor='black', shrink=0.05, width=3, headwidth=12, headlength=10))\n",
    "                ax.text(event_date, annotation_height, event_desc, ha='center', va='bottom', rotation=0, fontsize=22)\n",
    "\n",
    "# Add labels A-F outside of subplots\n",
    "labels = \"ABCDEF\"\n",
    "for idx, ax in enumerate(axes):\n",
    "    ax.text(-0.125, 0.88, labels[idx], transform=ax.transAxes, fontsize=36)\n",
    "\n",
    "\n",
    "# Adjust layout\n",
    "fig.subplots_adjust(hspace=0.125, bottom=0.05, wspace=0.15, top=0.95) \n",
    "\n",
    "# Create a single legend\n",
    "handles, labels = ax.get_legend_handles_labels()\n",
    "fig.legend(handles, ['New Users', 'Existing Users'], loc='lower center', ncol=2, fontsize=24, bbox_to_anchor=(0.5, -0.02)) \n",
    "\n",
    "# Remove individual legends\n",
    "for ax in axes:\n",
    "    ax.legend().remove()\n",
    "\n",
    "plt.savefig(\"../../Plots/Activity_on_BlueSky_per_Day.png\", bbox_inches=\"tight\", dpi=300)\n",
    "plt.savefig(\"../../Plots/Activity_on_BlueSky_per_Day.pdf\", bbox_inches=\"tight\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Top 10 Days with the Highest Ratio of New Users to Active Users for follows:\n",
      "            no_active  no_new  new_to_active_ratio\n",
      "2023-09-19     233244   46810             0.167146\n",
      "2023-07-03     102128   32713             0.242604\n",
      "2023-10-18     225412   30209             0.118179\n",
      "2023-09-20     212452   28297             0.117537\n",
      "2023-10-19     221359   24851             0.100934\n",
      "2023-12-21     127574   24670             0.162043\n",
      "2023-12-19     104355   23657             0.184803\n",
      "2023-12-01     109575   21447             0.163690\n",
      "2023-07-24      88528   20969             0.191503\n",
      "2023-09-21     184628   20135             0.098333\n",
      "2023-08-18     104822   20100             0.160900\n",
      "2023-10-13     191691   18762             0.089151\n",
      "2023-09-29     154986   18425             0.106250\n",
      "2023-12-23     105894   18342             0.147638\n",
      "2023-07-01      65797   18160             0.216301\n",
      "2023-12-03      99482   17891             0.152429\n",
      "2023-10-20     196263   17729             0.082849\n",
      "2023-11-28     109268   17647             0.139046\n",
      "2023-12-04     103217   17611             0.145753\n",
      "2023-10-02     159859   17482             0.098578\n"
     ]
    }
   ],
   "source": [
    "# Top 10 Days of Highest ratio of new users to active users in 2023 for all measures:\n",
    "\n",
    "for table in tables_to_plot:\n",
    "    df = pd.DataFrame.from_dict(stats[table], orient='index')\n",
    "    df[\"new_to_active_ratio\"] = df[\"no_new\"] / (df[\"no_active\"] + df[\"no_new\"])\n",
    "    # Filter dates for 2023\n",
    "    df = df.loc[(df.index >= pd.Timestamp(\"2023-06-01\").date()) & (df.index <= pd.Timestamp(\"2023-12-31\").date())]\n",
    "    # At least 50 new users\n",
    "    #df = df[df[\"no_new\"] >= 50]\n",
    "    #top_10_days = df.nlargest(10, \"new_to_active_ratio\")\n",
    "    #if table == \"follows\":\n",
    "    #    print(top_10_days)\n",
    "    # Print Days with the highest number of new users\n",
    "    if table == \"follows\":\n",
    "        print(f\"Top 10 Days with the Highest Ratio of New Users to Active Users for {table}:\")\n",
    "        print(df.nlargest(20, \"no_new\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Top Domains (Political/Non Political/Fake News)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "\n",
    "conn = sqlite3.connect(db_path)\n",
    "# Define the query\n",
    "query = \"SELECT did, link FROM posts\"\n",
    "df = pd.read_sql_query(query, conn)\n",
    "df = df[~(df[\"link\"] == \"\") & ~(df[\"link\"].isnull())]\n",
    "\n",
    "\n",
    "map_unshortened_df = pd.read_csv(\"../../Data/UnshortenBatches/unshortened_urls.csv.gz\")\n",
    "link2longlink = map_unshortened_df.set_index(\"link\")[\"unshortened_url\"].to_dict()\n",
    "df[\"link\"] = df[\"link\"].apply(lambda x: link2longlink.get(x, x))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 9929672/9929672 [03:12<00:00, 51600.43it/s]\n",
      "100%|██████████| 6350/6350 [00:00<00:00, 49601.61it/s]\n",
      "100%|██████████| 615/615 [00:00<00:00, 50362.11it/s]\n",
      "/tmp/ipykernel_2345445/3021339144.py:17: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  fake_news[\"domain\"] = fake_news[\"source_link\"].progress_apply(lambda x: get_domain(x))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "youtube.com & 1,665,744 & theguardian.com & 124,123 & dailymail.co.uk & 2,501 \\\\\n",
      "spotify.com & 237,786 & nytimes.com & 82,963 & mondoweiss.net & 2,249 \\\\\n",
      "tenor.com & 185,865 & washingtonpost.com & 33,388 & foxnews.com & 870 \\\\\n",
      "twitch.tv & 185,268 & tagesschau.de & 29,454 & newsbreak.com & 430 \\\\\n",
      "theguardian.com & 124,123 & bbc.com & 27,973 & indiatimes.com & 401 \\\\\n",
      "substack.com & 86,116 & cnn.com & 26,838 & thenationalnews.com & 318 \\\\\n",
      "instagram.com & 83,077 & spiegel.de & 23,757 & moveon.org & 279 \\\\\n",
      "nytimes.com & 82,963 & apnews.com & 23,305 & almayadeen.net & 270 \\\\\n",
      "twitter.com & 77,440 & reuters.com & 23,230 & theepochtimes.com & 262 \\\\\n",
      "openstreetmap.org & 68,503 & theverge.com & 21,578 & presstv.ir & 244 \\\\\n",
      "apple.com & 64,594 & nbcnews.com & 16,967 & news.cn & 232 \\\\\n",
      "wikipedia.org & 62,453 & medium.com & 16,867 & hindustantimes.com & 229 \\\\\n",
      "blogspot.com & 52,605 & nhk.or.jp & 16,026 & alarabiya.net & 210 \\\\\n",
      "x.com & 47,357 & arstechnica.com & 12,319 & rt.com & 208 \\\\\n",
      "bandcamp.com & 41,402 & lemonde.fr & 12,204 & bitchute.com & 197 \\\\\n",
      "wordpress.com & 35,760 & nature.com & 12,101 & dailystar.co.uk & 174 \\\\\n",
      "github.com & 35,495 & ft.com & 11,980 & arabnews.com & 171 \\\\\n",
      "washingtonpost.com & 33,388 & facebook.com & 11,494 & thelastamericanvagabond.com & 165 \\\\\n",
      "google.com & 30,894 & yahoo.com & 11,356 & weibo.com & 136 \\\\\n",
      "tiktok.com & 30,662 & zdf.de & 11,290 & mintpressnews.com & 131 \\\\\n"
     ]
    }
   ],
   "source": [
    "\n",
    "def get_domain(x):\n",
    "    var = extract(x)\n",
    "    domain, suffix = var.domain, var.suffix\n",
    "    return f\"{domain}.{suffix}\"\n",
    "df[\"domain\"] = df[\"link\"].progress_apply(lambda x: get_domain(x))\n",
    "# Load Political and Fakenews\n",
    "political = pd.read_csv(\"../../Data/MBFC_Data/mediabiasfactcheck_fulldataset.csv\")\n",
    "fakenews = pd.read_csv(\"../../Data/MBFC_Data/mediabiasfactcheck_fakenews.csv\")\n",
    "# Filter df for accounts with less than 10.000 posts\n",
    "# remove facebook as domain\n",
    "df_red = df.groupby(\"did\").filter(lambda x: len(x) < 10000)\n",
    "fake_news = fakenews[(fakenews[\"Reasoning\"].str.contains(\"fake|propa|conspi\", case=False, na=False)) | (fakenews[\"Questionable Reasoning\"].str.contains(\"fake|propa|conspi\", case=False, na=False))]\n",
    "political[\"domain\"] = political[\"sourcelink\"].progress_apply(lambda x: get_domain(x))\n",
    "fake_news[\"domain\"] = fake_news[\"source_link\"].progress_apply(lambda x: get_domain(x))\n",
    "fake_news = fake_news[~fake_news[\"domain\"].str.contains(\"facebook\")]\n",
    "fake_news = fake_news[~fake_news[\"domain\"].str.contains(\"rumble\")]\n",
    "political = political[~political[\"domain\"].str.contains(\"wikipedia\")]\n",
    "political = political[~political[\"domain\"].str.contains(\"blogspot\")]\n",
    "political = political[~political[\"domain\"].str.contains(\"wordpress\")]\n",
    "\n",
    "# remove apple.com and google.com\n",
    "political = political[~political[\"domain\"].str.contains(\"apple\")]\n",
    "political = political[~political[\"domain\"].str.contains(\"google\")]\n",
    "domain_counts_overall = df_red[\"domain\"].value_counts().head(20)\n",
    "domain_counts_political = df_red[df_red[\"domain\"].isin(political[\"domain\"])][\"domain\"].value_counts().head(20)\n",
    "domain_counts_fakenews = df_red[df_red[\"domain\"].isin(fake_news[\"domain\"])][\"domain\"].value_counts().head(20)\n",
    "\n",
    "# To print with \",\" thousand separator f\"{domain_counts_overall.values[i]:,}\"\n",
    "for i in range(len(domain_counts_overall)):\n",
    "    print(f\"{domain_counts_overall.index[i]} & {domain_counts_overall.values[i]:,} & {domain_counts_political.index[i]} & {domain_counts_political.values[i]:,} & {domain_counts_fakenews.index[i]} & {domain_counts_fakenews.values[i]:,} \\\\\\\\\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "domain\n",
      "globo.com           176009\n",
      "osintukraine.com     94582\n",
      "yahoo.co.jp          69970\n",
      "9to5mac.com          60381\n",
      "lemonde.fr           48482\n",
      "spotify.com          40939\n",
      "syui.ai              36885\n",
      "theguardian.com      36575\n",
      "youtube.com          35656\n",
      "hs.fi                29845\n",
      "Name: count, dtype: int64\n"
     ]
    }
   ],
   "source": [
    "# What URLs are shared by automated accounts?\n",
    "print(df.groupby(\"did\").filter(lambda x: len(x) > 10000).domain.value_counts(normalize = False).head(10))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Review Questions:\n",
    "\n",
    "- What percentage of domains in the data-set are in the MBFC Rating\n",
    "- WHat is the influence of altering the number of URLs to 1.000 instead of 10.000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 6350/6350 [00:00<00:00, 49626.65it/s]\n",
      "100%|██████████| 615/615 [00:00<00:00, 48919.89it/s]\n",
      "/tmp/ipykernel_447567/1120750603.py:7: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  fake_news[\"domain\"] = fake_news[\"source_link\"].progress_apply(lambda x: get_domain(x))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "youtube.com & 1,701,400 & theguardian.com & 160,698 & dailymail.co.uk & 2,975 \\\\\n",
      "spotify.com & 278,725 & nytimes.com & 86,628 & mondoweiss.net & 2,249 \\\\\n",
      "tenor.com & 185,907 & lemonde.fr & 60,686 & foxnews.com & 1,236 \\\\\n",
      "twitch.tv & 185,269 & apnews.com & 40,752 & indiatimes.com & 615 \\\\\n",
      "globo.com & 179,582 & hs.fi & 40,389 & newsbreak.com & 430 \\\\\n",
      "theguardian.com & 160,698 & reuters.com & 37,954 & hindustantimes.com & 354 \\\\\n",
      "yahoo.co.jp & 97,676 & washingtonpost.com & 35,396 & thenationalnews.com & 320 \\\\\n",
      "osintukraine.com & 95,345 & bbc.com & 34,235 & alarabiya.net & 282 \\\\\n",
      "instagram.com & 89,949 & tagesschau.de & 29,454 & moveon.org & 279 \\\\\n",
      "nytimes.com & 86,628 & cnn.com & 28,830 & almayadeen.net & 274 \\\\\n",
      "substack.com & 86,273 & ft.com & 28,696 & theepochtimes.com & 262 \\\\\n",
      "twitter.com & 77,486 & ad.nl & 28,248 & presstv.ir & 245 \\\\\n",
      "openstreetmap.org & 68,503 & nhk.or.jp & 27,811 & news.cn & 242 \\\\\n",
      "bandcamp.com & 65,542 & spiegel.de & 23,806 & rt.com & 234 \\\\\n",
      "apple.com & 64,601 & zeit.de & 21,908 & bitchute.com & 197 \\\\\n",
      "wikipedia.org & 63,505 & theverge.com & 21,627 & dailystar.co.uk & 174 \\\\\n",
      "9to5mac.com & 61,580 & medium.com & 21,142 & arabnews.com & 171 \\\\\n",
      "lemonde.fr & 60,686 & lapresse.ca & 18,599 & thelastamericanvagabond.com & 165 \\\\\n",
      "bbc.co.uk & 55,519 & nbcnews.com & 17,148 & weibo.com & 136 \\\\\n",
      "blogspot.com & 52,616 & ledevoir.com & 16,669 & mintpressnews.com & 131 \\\\\n",
      "youtube.com & 1,665,744 & theguardian.com & 124,123 & dailymail.co.uk & 2,501 \\\\\n",
      "spotify.com & 237,786 & nytimes.com & 82,963 & mondoweiss.net & 2,249 \\\\\n",
      "tenor.com & 185,865 & washingtonpost.com & 33,388 & foxnews.com & 870 \\\\\n",
      "twitch.tv & 185,268 & tagesschau.de & 29,454 & newsbreak.com & 430 \\\\\n",
      "theguardian.com & 124,123 & bbc.com & 27,973 & indiatimes.com & 401 \\\\\n",
      "substack.com & 86,116 & cnn.com & 26,838 & thenationalnews.com & 318 \\\\\n",
      "instagram.com & 83,077 & spiegel.de & 23,757 & moveon.org & 279 \\\\\n",
      "nytimes.com & 82,963 & apnews.com & 23,305 & almayadeen.net & 270 \\\\\n",
      "twitter.com & 77,440 & reuters.com & 23,230 & theepochtimes.com & 262 \\\\\n",
      "openstreetmap.org & 68,503 & theverge.com & 21,578 & presstv.ir & 244 \\\\\n",
      "apple.com & 64,594 & nbcnews.com & 16,967 & news.cn & 232 \\\\\n",
      "wikipedia.org & 62,453 & medium.com & 16,867 & hindustantimes.com & 229 \\\\\n",
      "blogspot.com & 52,605 & nhk.or.jp & 16,026 & alarabiya.net & 210 \\\\\n",
      "x.com & 47,357 & arstechnica.com & 12,319 & rt.com & 208 \\\\\n",
      "bandcamp.com & 41,402 & lemonde.fr & 12,204 & bitchute.com & 197 \\\\\n",
      "wordpress.com & 35,760 & nature.com & 12,101 & dailystar.co.uk & 174 \\\\\n",
      "github.com & 35,495 & ft.com & 11,980 & arabnews.com & 171 \\\\\n",
      "washingtonpost.com & 33,388 & facebook.com & 11,494 & thelastamericanvagabond.com & 165 \\\\\n",
      "google.com & 30,894 & yahoo.com & 11,356 & weibo.com & 136 \\\\\n",
      "tiktok.com & 30,662 & zdf.de & 11,290 & mintpressnews.com & 131 \\\\\n",
      "youtube.com & 1,465,576 & theguardian.com & 90,200 & dailymail.co.uk & 1,873 \\\\\n",
      "spotify.com & 205,308 & nytimes.com & 62,982 & foxnews.com & 713 \\\\\n",
      "twitch.tv & 184,290 & washingtonpost.com & 25,334 & mondoweiss.net & 681 \\\\\n",
      "tenor.com & 173,775 & cnn.com & 20,590 & newsbreak.com & 383 \\\\\n",
      "theguardian.com & 90,200 & spiegel.de & 19,649 & indiatimes.com & 271 \\\\\n",
      "substack.com & 77,355 & bbc.com & 18,935 & thenationalnews.com & 237 \\\\\n",
      "instagram.com & 76,234 & apnews.com & 16,650 & moveon.org & 196 \\\\\n",
      "twitter.com & 67,204 & medium.com & 16,162 & almayadeen.net & 188 \\\\\n",
      "nytimes.com & 62,982 & tagesschau.de & 15,311 & hindustantimes.com & 178 \\\\\n",
      "apple.com & 57,606 & reuters.com & 14,026 & bitchute.com & 175 \\\\\n",
      "wikipedia.org & 53,207 & nbcnews.com & 12,123 & thelastamericanvagabond.com & 165 \\\\\n",
      "x.com & 44,446 & facebook.com & 10,566 & rt.com & 151 \\\\\n",
      "blogspot.com & 42,155 & theverge.com & 10,516 & dailystar.co.uk & 142 \\\\\n",
      "bandcamp.com & 37,844 & nature.com & 10,152 & arabnews.com & 138 \\\\\n",
      "wordpress.com & 34,497 & hs.fi & 9,961 & weibo.com & 135 \\\\\n",
      "tiktok.com & 28,956 & lemonde.fr & 9,900 & alarabiya.net & 133 \\\\\n",
      "note.com & 27,429 & ft.com & 9,446 & memri.org & 88 \\\\\n",
      "giphy.com & 25,638 & zeit.de & 9,439 & gbnews.com & 75 \\\\\n",
      "washingtonpost.com & 25,334 & npr.org & 8,624 & presstv.ir & 73 \\\\\n",
      "patreon.com & 25,242 & arstechnica.com & 8,234 & antiwar.com & 58 \\\\\n"
     ]
    }
   ],
   "source": [
    "all = set(df.did.unique())\n",
    "less_than_10k = set(df.groupby(\"did\").filter(lambda x: len(x) < 10000).did.unique())\n",
    "less_than_1k = set(df.groupby(\"did\").filter(lambda x: len(x) < 1000).did.unique())\n",
    "\n",
    "fake_news = fakenews[(fakenews[\"Reasoning\"].str.contains(\"fake|propa|conspi\", case=False, na=False)) | (fakenews[\"Questionable Reasoning\"].str.contains(\"fake|propa|conspi\", case=False, na=False))]\n",
    "political[\"domain\"] = political[\"sourcelink\"].progress_apply(lambda x: get_domain(x))\n",
    "fake_news[\"domain\"] = fake_news[\"source_link\"].progress_apply(lambda x: get_domain(x))\n",
    "fake_news = fake_news[~fake_news[\"domain\"].str.contains(\"facebook\")]\n",
    "fake_news = fake_news[~fake_news[\"domain\"].str.contains(\"rumble\")]\n",
    "political = political[~political[\"domain\"].str.contains(\"wikipedia\")]\n",
    "political = political[~political[\"domain\"].str.contains(\"blogspot\")]\n",
    "political = political[~political[\"domain\"].str.contains(\"wordpress\")]\n",
    "\n",
    "# remove apple.com and google.com\n",
    "political = political[~political[\"domain\"].str.contains(\"apple\")]\n",
    "political = political[~political[\"domain\"].str.contains(\"google\")]\n",
    "\n",
    "for did_set in [all, less_than_10k, less_than_1k]:\n",
    "    df_red = df[df.did.isin(did_set)]\n",
    "    domain_counts_overall = df_red[\"domain\"].value_counts().head(20)\n",
    "    domain_counts_political = df_red[df_red[\"domain\"].isin(political[\"domain\"])][\"domain\"].value_counts().head(20)\n",
    "    domain_counts_fakenews = df_red[df_red[\"domain\"].isin(fake_news[\"domain\"])][\"domain\"].value_counts().head(20)\n",
    "\n",
    "    # To print with \",\" thousand separator f\"{domain_counts_overall.values[i]:,}\"\n",
    "    for i in range(len(domain_counts_overall)):\n",
    "        print(f\"{domain_counts_overall.index[i]} & {domain_counts_overall.values[i]:,} & {domain_counts_political.index[i]} & {domain_counts_political.values[i]:,} & {domain_counts_fakenews.index[i]} & {domain_counts_fakenews.values[i]:,} \\\\\\\\\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total Count: 9929672\n",
      "Political Count No Limit: 2055596 Perc of Total: 0.20701549859854385\n",
      "Fakenews Count No Limit: 13409 Perc of Total: 0.0013503970725317008\n",
      "Total Count 10k: 8409741 Perc of Total: 0.8469303920612886\n",
      "Political Count 10k: 1582455 Perc of Total: 0.18816929082596004\n",
      "Fakenews Count 10k: 11984 Perc of Total: 0.0014250141591756512\n",
      "Total Count 1k: 6756586 Perc of Total: 0.6804440267513368\n",
      "Political Count 1k: 1138525 Perc of Total: 0.16850595848258276\n",
      "Fakenews Count 1k: 7638 Perc of Total: 0.0011304525687973186\n"
     ]
    }
   ],
   "source": [
    "total_count = df.shape[0]\n",
    "political_count_no_limit = df[df[\"domain\"].isin(political[\"domain\"])][\"domain\"].shape[0]\n",
    "fakenews_count_no_limit = df[df[\"domain\"].isin(fake_news[\"domain\"])][\"domain\"].shape[0]\n",
    "\n",
    "df_red = df.groupby(\"did\").filter(lambda x: len(x) < 10000)\n",
    "total_count_10k = df_red.shape[0]\n",
    "political_count_10k = df_red[df_red[\"domain\"].isin(political[\"domain\"])][\"domain\"].shape[0]\n",
    "fakenews_count_10k = df_red[df_red[\"domain\"].isin(fake_news[\"domain\"])][\"domain\"].shape[0]\n",
    "\n",
    "df_red = df.groupby(\"did\").filter(lambda x: len(x) < 1000)\n",
    "total_count_1k = df_red.shape[0]\n",
    "political_count_1k = df_red[df_red[\"domain\"].isin(political[\"domain\"])][\"domain\"].shape[0]\n",
    "fakenews_count_1k = df_red[df_red[\"domain\"].isin(fake_news[\"domain\"])][\"domain\"].shape[0]\n",
    "\n",
    "print(f\"Total Count: {total_count}\")\n",
    "print(f\"Political Count No Limit: {political_count_no_limit} Perc of Total: {political_count_no_limit / total_count}\")\n",
    "print(f\"Fakenews Count No Limit: {fakenews_count_no_limit} Perc of Total: {fakenews_count_no_limit / total_count}\")\n",
    "\n",
    "print(f\"Total Count 10k: {total_count_10k} Perc of Total: {total_count_10k / total_count}\")\n",
    "print(f\"Political Count 10k: {political_count_10k} Perc of Total: {political_count_10k / total_count_10k}\")\n",
    "print(f\"Fakenews Count 10k: {fakenews_count_10k} Perc of Total: {fakenews_count_10k / total_count_10k}\")\n",
    "\n",
    "\n",
    "print(f\"Total Count 1k: {total_count_1k} Perc of Total: {total_count_1k / total_count}\")\n",
    "print(f\"Political Count 1k: {political_count_1k} Perc of Total: {political_count_1k / total_count_1k}\")\n",
    "print(f\"Fakenews Count 1k: {fakenews_count_1k} Perc of Total: {fakenews_count_1k / total_count_1k}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Percentage of Rated Domains: 0.012860846514608639\n"
     ]
    }
   ],
   "source": [
    "all_domains = set(df.domain.unique())\n",
    "political_domains = set(political[\"domain\"].unique())\n",
    "fake_news_domains = set(fake_news[\"domain\"].unique())\n",
    "rated_domains = political_domains | fake_news_domains\n",
    "percentage_rated = len(all_domains & rated_domains) / len(all_domains)\n",
    "print(f\"Percentage of Rated Domains: {percentage_rated}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Percentage of Rated Domains: 0.2177568016579311\n"
     ]
    }
   ],
   "source": [
    "# group by domain => set(dids) => include if set(dids) > 1\n",
    "df_red = df.groupby(\"domain\").filter(lambda x: len(set(x.did.unique())) > 1)\n",
    "df_red_rated = df_red[df_red[\"domain\"].isin(rated_domains)]\n",
    "percentage_rated = df_red_rated.shape[0] / df_red.shape[0]\n",
    "print(f\"Percentage of Rated Domains: {percentage_rated}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  0%|          | 0/9929672 [00:00<?, ?it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 9929672/9929672 [04:02<00:00, 40867.43it/s]\n",
      "100%|██████████| 6350/6350 [00:00<00:00, 43572.16it/s]\n",
      "100%|██████████| 615/615 [00:00<00:00, 42367.40it/s]\n",
      "/tmp/ipykernel_386855/1037263894.py:17: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  fake_news[\"domain\"] = fake_news[\"source_link\"].progress_apply(lambda x: get_domain(x))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "youtube.com & 1,665,744 & theguardian.com & 124,123 & dailymail.co.uk & 2,501 \\\\\n",
      "spotify.com & 237,786 & nytimes.com & 82,963 & mondoweiss.net & 2,249 \\\\\n",
      "tenor.com & 185,865 & washingtonpost.com & 33,388 & foxnews.com & 870 \\\\\n",
      "twitch.tv & 185,268 & tagesschau.de & 29,454 & newsbreak.com & 430 \\\\\n",
      "theguardian.com & 124,123 & bbc.com & 27,973 & indiatimes.com & 401 \\\\\n",
      "substack.com & 86,116 & cnn.com & 26,838 & thenationalnews.com & 318 \\\\\n",
      "instagram.com & 83,077 & spiegel.de & 23,757 & moveon.org & 279 \\\\\n",
      "nytimes.com & 82,963 & apnews.com & 23,305 & almayadeen.net & 270 \\\\\n",
      "twitter.com & 77,440 & reuters.com & 23,230 & theepochtimes.com & 262 \\\\\n",
      "openstreetmap.org & 68,503 & theverge.com & 21,578 & presstv.ir & 244 \\\\\n",
      "apple.com & 64,594 & nbcnews.com & 16,967 & news.cn & 232 \\\\\n",
      "wikipedia.org & 62,453 & medium.com & 16,867 & hindustantimes.com & 229 \\\\\n",
      "blogspot.com & 52,605 & nhk.or.jp & 16,026 & alarabiya.net & 210 \\\\\n",
      "x.com & 47,357 & arstechnica.com & 12,319 & rt.com & 208 \\\\\n",
      "bandcamp.com & 41,402 & lemonde.fr & 12,204 & bitchute.com & 197 \\\\\n",
      "wordpress.com & 35,760 & nature.com & 12,101 & dailystar.co.uk & 174 \\\\\n",
      "github.com & 35,495 & ft.com & 11,980 & arabnews.com & 171 \\\\\n",
      "washingtonpost.com & 33,388 & facebook.com & 11,494 & thelastamericanvagabond.com & 165 \\\\\n",
      "google.com & 30,894 & yahoo.com & 11,356 & weibo.com & 136 \\\\\n",
      "tiktok.com & 30,662 & zdf.de & 11,290 & mintpressnews.com & 131 \\\\\n"
     ]
    }
   ],
   "source": [
    "def get_domain(x):\n",
    "    var = extract(x)\n",
    "    domain, suffix = var.domain, var.suffix\n",
    "    return f\"{domain}.{suffix}\"\n",
    "\n",
    "df[\"domain\"] = df[\"link\"].progress_apply(lambda x: get_domain(x))\n",
    "# Load Political and Fakenews\n",
    "political = pd.read_csv(\"../../Data/MBFC_Data/mediabiasfactcheck_fulldataset.csv\")\n",
    "fakenews = pd.read_csv(\"../../Data/MBFC_Data/mediabiasfactcheck_fakenews.csv\")\n",
    "# Filter df for accounts with less than 10.000 posts\n",
    "# remove facebook as domain\n",
    "df_red = df.groupby(\"did\").filter(lambda x: len(x) < 10000)\n",
    "fake_news = fakenews[(fakenews[\"Reasoning\"].str.contains(\"fake|propa|conspi\", case=False, na=False)) | (fakenews[\"Questionable Reasoning\"].str.contains(\"fake|propa|conspi\", case=False, na=False))]\n",
    "political[\"domain\"] = political[\"sourcelink\"].progress_apply(lambda x: get_domain(x))\n",
    "fake_news[\"domain\"] = fake_news[\"source_link\"].progress_apply(lambda x: get_domain(x))\n",
    "fake_news = fake_news[~fake_news[\"domain\"].str.contains(\"facebook\")]\n",
    "fake_news = fake_news[~fake_news[\"domain\"].str.contains(\"rumble\")]\n",
    "political = political[~political[\"domain\"].str.contains(\"wikipedia\")]\n",
    "political = political[~political[\"domain\"].str.contains(\"blogspot\")]\n",
    "political = political[~political[\"domain\"].str.contains(\"wordpress\")]\n",
    "\n",
    "# remove apple.com and google.com\n",
    "political = political[~political[\"domain\"].str.contains(\"apple\")]\n",
    "political = political[~political[\"domain\"].str.contains(\"google\")]\n",
    "domain_counts_overall = df_red[\"domain\"].value_counts().head(20)\n",
    "domain_counts_political = df_red[df_red[\"domain\"].isin(political[\"domain\"])][\"domain\"].value_counts().head(20)\n",
    "domain_counts_fakenews = df_red[df_red[\"domain\"].isin(fake_news[\"domain\"])][\"domain\"].value_counts().head(20)\n",
    "\n",
    "# To print with \",\" thousand separator f\"{domain_counts_overall.values[i]:,}\"\n",
    "for i in range(len(domain_counts_overall)):\n",
    "    print(f\"{domain_counts_overall.index[i]} & {domain_counts_overall.values[i]:,} & {domain_counts_political.index[i]} & {domain_counts_political.values[i]:,} & {domain_counts_fakenews.index[i]} & {domain_counts_fakenews.values[i]:,} \\\\\\\\\")\n"
   ]
  }
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